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xorbitsai /inference

Star9.1k

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

machine-learning deployment inference pytorch artificial-intelligence llama whisper gemma mistral openai-api llm flan-t5 chatglm llamacpp vllm ggml wizardlm qwen llama3 glm4

UpdatedFeb 20, 2026
Python

georgian-io /LLM-Finetuning-Toolkit

Star868

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

UpdatedOct 25, 2024
Python

declare-lab /flan-alpaca

Star358

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

transformers language-model alpaca llm flan-t5

UpdatedJul 4, 2023
Python

zorazrw /filco

Star196

[Preprint] Learning to Filter Context for Retrieval-Augmented Generaton

question-answering dialog-generation fact-verification flan-t5 retrieval-augmented-generation llama2

UpdatedApr 6, 2024
Python

zeyadusf /LLMs-from-Scratch

Star182

Build a Large Language Model (From Scratch) book and Finetuned Models

nlp deep-learning book coding transformer classification summarization pretrained-models attention-mechanism from-scratch bert fine-tuning roberta gpt2 deberta llm flan-t5 llms-book advanced-neural-network

UpdatedSep 25, 2024
Jupyter Notebook

HamedBabaei /LLMs4OL

Star149

LLMs4OL:‌ Large Language Models for Ontology Learning

bloom transformers knowledge-graph bert ontology-learning gpt-3 gpt-4 large-language-models chatgpt flan-t5 llama-7b

UpdatedSep 27, 2024
Python

vipulraheja /coedit

Star137

Official implementation of the paper "CoEdIT: Text Editing by Task-Specific Instruction Tuning" (EMNLP 2023)

nlp deep-learning text-editing grammarly t5 t5-model writing-assistant text-revision large-language-models llm llms instruction-tuning flan-t5

UpdatedSep 23, 2024
Shell

yyDing1 /GNER

Star60

[ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"

text-generation transformer named-entity-recognition llama negatives state-of-the-art huggingface large-language-models flan-t5

UpdatedMar 20, 2024
Python

Reason-Wang /flan-alpaca-lora

Star51

This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.

pytorch lora alpaca peft low-rank huggingface t5 instruction-tuning flan-t5

UpdatedJun 17, 2023
Python

terjanq /hack-a-prompt

Star47

Tools and our test data developed for the HackAPrompt 2023 competition

hacking llm prompt-engineering chatgpt flan-t5

UpdatedOct 20, 2023
HTML

rpidanny /llm-prompt-templates

Star46

Empower your LLM to do more than you ever thought possible with these state-of-the-art prompt templates.

chrome-extension openai llama gpt edge-extension alpaca bard huggingface gpt-3 gpt-4 llm chatgpt bing-chat flan-t5 llamacpp

UpdatedSep 19, 2024
TypeScript

VanekPetr /flan-t5-text-classifier

Star44

Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to classify text data.

text-classification flan-t5 llm-training

UpdatedOct 28, 2024
Python

replicate /getting-started-nextjs-language

Star26

A template Next.js app for running language models like FLAN-T5 with Replicate's API

nextjs replicate large-language-models flan-t5

UpdatedMar 14, 2023
JavaScript

dylan-slack /Tablet

Star25

The TABLET benchmark for evaluating instruction learning with LLMs for tabular prediction.

demo machine-learning framework instructions evaluation tabular-data language-model tk-instruct llms chatgpt flan-t5 flan-ul2

UpdatedApr 28, 2023
Python

M-Taghizadeh /flan-t5-base-imdb-text-classification

Star23

In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtained a very good accuracy of 93%.

natural-language-processing text-classification fine-tuning imdb-dataset t5-model large-language-models flan-t5

UpdatedMay 12, 2023
Jupyter Notebook

CodeName-Detective /Prompt-to-Song-Generation-using-Large-Language-Models

Star20

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.

natural-language-processing deep-learning transformers deep-reinforcement-learning policy-gradient genre-classification seq-to-seq llms rlhf flan-t5 llama3